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Ole Winther

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Coherent energy and force uncertainty in deep learning force fields

Dec 07, 2023
Peter Bjørn Jørgensen, Jonas Busk, Ole Winther, Mikkel N. Schmidt

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BEND: Benchmarking DNA Language Models on biologically meaningful tasks

Nov 25, 2023
Frederikke Isa Marin, Felix Teufel, Marc Horlacher, Dennis Madsen, Dennis Pultz, Ole Winther, Wouter Boomsma

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DiffEnc: Variational Diffusion with a Learned Encoder

Oct 30, 2023
Beatrix M. G. Nielsen, Anders Christensen, Andrea Dittadi, Ole Winther

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Image-free Classifier Injection for Zero-Shot Classification

Aug 21, 2023
Anders Christensen, Massimiliano Mancini, A. Sophia Koepke, Ole Winther, Zeynep Akata

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Addressing caveats of neural persistence with deep graph persistence

Jul 20, 2023
Leander Girrbach, Anders Christensen, Ole Winther, Zeynep Akata, A. Sophia Koepke

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Implicit Transfer Operator Learning: Multiple Time-Resolution Surrogates for Molecular Dynamics

May 29, 2023
Mathias Schreiner, Ole Winther, Simon Olsson

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Aligning Optimization Trajectories with Diffusion Models for Constrained Design Generation

May 29, 2023
Giorgio Giannone, Akash Srivastava, Ole Winther, Faez Ahmed

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Graph Neural Network Interatomic Potential Ensembles with Calibrated Aleatoric and Epistemic Uncertainty on Energy and Forces

May 10, 2023
Jonas Busk, Mikkel N. Schmidt, Ole Winther, Tejs Vegge, Peter Bjørn Jørgensen

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Dermatological Diagnosis Explainability Benchmark for Convolutional Neural Networks

Feb 23, 2023
Raluca Jalaboi, Ole Winther, Alfiia Galimzianova

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